Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Scene Text Detection | COCO-Text V1.1 (test) | 9 | Feb 26, 2026 | ||
| Caption generation | COCO Karpathy 5000 (test) | 9 | Feb 26, 2026 | ||
| Counting | CoCoCount (test) | 8 | Jul 7, 2026 | ||
| Image Reconstruction | COCO 5K 512x512 2017 (val) | 8 | Jun 30, 2026 | ||
| Watermark Extraction Accuracy | COCO and Flickr2K (test) | 8 | Jun 24, 2026 | ||
| Controllable Image Generation | MS-COCO Segmentation 2017 | 8 | Jun 23, 2026 | ||
| Controllable Image Generation | MS-COCO Sketch 2017 | 8 | Jun 23, 2026 | ||
| Controllable Image Generation | MS-COCO Depth 2017 | 8 | Jun 23, 2026 | ||
| Object Detection | MS COCO (undetected failure samples) | 8 | Jun 17, 2026 | ||
| Image Reconstruction | MSCOCO 2014 | 8 | Jun 16, 2026 | ||
| Incremental Object Detection | COCO 40+10x4 multi-phase protocol | 8 | Jun 16, 2026 | ||
| Text-to-Image Retrieval | M-BEIR COCO | 8 | Jun 9, 2026 | ||
| Safety and Truthfulness | Safety TruthfulQA CocoNot | 8 | Jun 9, 2026 | ||
| Keypoints Detection | MS-COCO 2017 | 8 | Jun 4, 2026 | ||
| Image Captioning | COCO | 8 | Jun 4, 2026 | ||
| Artistic Style Erasure | Monet style erasure & MSCOCO-30k | 8 | May 29, 2026 | ||
| Artistic Style Erasure | Picasso style erasure & MSCOCO-30k | 8 | May 29, 2026 | ||
| Artistic Style Erasure | Van Gogh style erasure & MSCOCO-30k | 8 | May 29, 2026 | ||
| Conditional Image Generation | COCO 2014 | 8 | May 27, 2026 | ||
| Text-to-Image Retrieval | MSCOCO | 8 | May 27, 2026 | ||
| Referring Expression Segmentation | gRefCOCO (testB) | 8 | May 26, 2026 | ||
| Referring Expression Segmentation | gRefCOCO (testA) | 8 | May 26, 2026 | ||
| Referring Expression Segmentation | gRefCOCO (val) | 8 | May 26, 2026 | ||
| Panoptic Segmentation | COCO Panoptic | 8 | May 19, 2026 | ||
| Instance Segmentation | COCO Panoptic | 8 | May 19, 2026 |